Ocean Bay is a swamp located in Baker County, Florida. It appears on the Taylor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 129.63 feet (39.51 m) above sea level. The nearest populated place is Taylor, approximately 5.2 miles to the NE.